"India is going to change in a dramatic way, and start-up companies are going to drive the change," Gupta, 40, said.
Two decades of India's information-technology success and the large pool of English-speaking engineers have created a fertile ground for e-commerce companies and innovative tech start-ups. Angel investors and venture capital funds are mushrooming.
Investment in start-ups is a new trend among affluent Indians, triggered by the Silicon Valley-like successes of a number of start-ups in the past year.
Many Indians who traditionally invested in land, art, gold and stock markets are beginning to invest in start-ups, said Sunil Goyal, founder of Your Nest, a venture capital fund in Gurgaon, a suburb of New Delhi. This year, his firm has 140 such new investors, up from 35 in 2012.
Old money, new money - everybody wants a piece of our start-up boom.
It's also a risky proposition - far more unreliable than a cache of gold or land. Even as Indians are celebrating the new millionaires, there are signs that at least its fledgling e-commerce companies are overvalued and the market may be slowing soon. In recent weeks, some restaurant and food delivery start-ups laid off hundreds of employees.
"Investment activity in start-ups is at an all-time high now. But it is also risky," said Arun Natarajan, head of research service Venture Intelligence, in Chennai. Only three of 10 start-ups are likely to be super-successes, he said.
But for now, Indian and international investors are tempted by the sheer size of India's market - with a rising middle class and increasingly global outlook. At over 350 million, India has the third most Internet users in the world, after the United States and China. Most of them are using the Web on mobile devices. That number is expected to grow to 580 million people by 2018.
In recent months, India's government, led by tech-savvy Prime Minister Narendra Modi, has launched a new initiative called "Start Up India, Stand Up India." Authorities have set up a $300 million fund for start-ups and eased restrictions on Indians abroad who want to invest in venture capital funds here.
The success in China of companies such as Alibaba has inspired many to say that India is the next big consumer Internet market, said Nandan Nilekani, a leader in India's IT sector, and co-author of the new book "Rebooting India: Realizing A Billion Aspirations." Players are emerging that are unique to India - such as RailYatri, which helps riders navigate the Indian rail system.
Some entrepreneurs are also cashing in on social and cultural changes underway in urban India.
One of them, Vishal Gupta, became a parent a few years ago, and noticed urban Indian families were changing. More couples were living far from home instead of in the traditional extended family system - where generations live together.
Hoping to tap into that market, Gupta (who is not related to investor Amit Gupta) launched a portal called mycity4kids.com to help parents connect with other parents, schools, nannies and local events.
Five years later, the site has 1 million visitors a month. He's seeking an additional round of venture capital funding - $3 million - to reach 3 million more a month.
"This is the best time to scale up," Gupta, 40, said.
The success stories are hard to miss, especially in Bangalore, a fast-growing start-up hub. Entrepreneurs are trading up from apartments to villas, said Harish Bijoor, a brand consultant who surveyed the industry.
In the past two years, Indian start-ups have been acquired by Facebook, Twitter, Yahoo and Ibibo.
The e-commerce company Flipkart.com, an Indian version of Amazon, attracted $1 billion from investors, including the New York-based fund Tiger Global this year. The company is worth $15 billion today, and its two owners are featured in the Forbes India list of billionaires.
Another buzz-creator this year was Vijay Shekhar Sharma, 37, the founder of Paytm, a mobile payment company that was funded with $680 million from Alibaba and its affiliate.
Sharma said a lot has changed since he launched his first start-up in 2001. Back then, it took him four years to raise $12,000 from a "friend of a friend."
He's a mini-celebrity now and gets swarmed at restaurants by young people asking for selfies.
Yet some investors, fearing an overheated market, have begun to proceed a bit more cautiously. Aditya Misra, co-founder of Focus, a new Mumbai start-up, said he "could sense that pragmatism is setting in" when he last met with investors to pitch his new product.
The pitch was for new software that lets apps locate and alert customers about deals when they are near a store, kind of "like a Google map when you are indoors" he said.
"We thought the whole discussion would be about our innovative ideas,'' he said, but instead there were many questions about users, clients, revenue and metrics for growth. "They were excited but did not want to be irrational.''
Gupta, the investor, says he is aware of the risks.
"We are not looking to make a quick buck. We want to be part of what's new," Gupta said. "As my father said to me last month: 'I took risks and created this glass business 50 years ago. Now you need to create something new for your children, too.' "